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Analysis of Influencing Factors on Measurement Accuracy of Particle Image Velocimetry Technology |
LIU Bing1,2,CUI Li-shui2,LI Xiao-ting1,WANG Yi3 |
1. College of Quality and Technical Supervision,Hebei University,Baoding,Hebei 071002,China
2. National Institute of Metrology,Beijing 100029,China
3. Beijing Great Wall Measurement and Test Technology Research Institute of AVIC,Beijing 100095,China |
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Abstract The instantaneous full flow field measurement method for particle image velocimetry(PIV) is reviewed.The working principle of PIV, the key link of the technology(the quality of the obtained image), and the main factors influencing the measurement accuracy (the performance of tracer particles, light source performance,background noise, imaging distortion, time resolution of synchronizer and image processing algorithm) are systematically introduced.Based on the above analysis, specific suggestions are proposed on the guarantee of the performance of tracer particles, the selection of imaging components and the determination of image processing method.
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Received: 30 April 2020
Published: 23 March 2021
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[1]陈根华, 詹斌, 王海龙, 等. 粒子图像测速发展综述 [J]. 南昌工程学院学报, 2019, 38 (3): 90-96.
Chen G H, Zhan B, Wang H L, et al. Review on the development of particle image velocimetry [J]. Journal of Nanchang Institute of Technology, 2019,38 (3): 90-96.
[2]岳廷瑞, 张逊, 刘垒, 等. PIV系统测量误差的评价方法研究 [J]. 计算机测量与控制, 2018, 26 (12): 255-259.
Yue T R, Zhang X, Liu L, et al. Evaluate Method Research of PIV System Measurement Error [J]. Computer Measurement & Control, 2018,26 (12): 255-259.
[3]蒋宁涛,董明哲,汪洋. PIV系统测量误差的实验评价方法以及实验参数的优化 [J]. 实验流体力学, 2005, 19 (2): 79-83.
Dong M Z, Wang Y, Jiang N T. An experimental method for evaluating the PIV measurement error and its application in optimizing PIV experiment parameters [J]. Journal of Experiments in Fluid Mechanics, 2005, 19 (2): 79-83.
[4]Mel R. Velocity fidelity of flow tracer particles [J]. Experiments in fluids, 1996, 22 (1): 1-13.
[5]李志平. 激光粒子图像测量中示踪粒子特性及实验方法研究 [D]. 天津:天津大学, 2007.
[6]Hjelmfelt A T, Mockros L F. Motion of discrete particles in a turbulent fluid [J]. Flow, turbulence and combus-tion, 1966, 16 (1): 149-161.
[7]Odar F, Hamilton W S. Forces on a sphere accelerating in a viscous fluid [J]. Journal of fluid mechanics, 1964, 18 (2): 302-314.
[8]刘小兵, 曾庆川, 程良骏. 用Lagrange方法分析颗粒在湍流场中的运动 [J]. 华中理工大学学报, 1994,22 (10): 45-50.
Liu X B, Zeng Q C, Cheng L J. On the motion of particales in a turbulent flow fleld by Lagrange metho [J]. Journal of Huazhong University of Science and Technology, 1994,22 (10): 45-50.
[9]Van de Hulst H C. Light scattering by small particles [M]. London; New York: Wiley, 1957.
[10]Newton R G. Scattering theory of waves and particles [M]. New York: Springer-Verlag, 1982.
[11]王之江. 现代光学应用技术手册 [M]. 北京: 机械工业出版社, 2010.
[12]赵宇. PIV测试中示踪粒子性能的研究 [D]. 大连:大连理工大学, 2004.
[13]杜海,孟娟,李木国,等. 粒子图像测试实验中的图像采集控制方法 [J]. 实验室研究与探索, 2017, 36 (4): 11-15.
Du H, Meng J, Li M G, et al. Study on Image Acquisition and Control Method for PIV Experiment [J]. Research and Exploration in Laboratory, 2017,36 (4): 11-15.
[14]Sanctorum J, Van Wassenbergh S, Aerts P, et al. Technical Note: Correction of geometric x-ray image intensifier distortion based on digital image correlation [J]. Medical physics (Lancaster), 2020, 47 (2): 597-603.
[15]肖青, 刘侠, 邓剑钦, 等. 基于相机式激光光束参数测量精度的影响因素分析 [J]. 激光与光电子学进展, 2018, 55 (07): 308-313.
Xiao Q, Liu X, Deng J Q, et al. Analysis of the Influence Factors on High Precision Measurement of Laser Beam Parameter Based on Camera [J]. Laser & Optoelectronics Progress, 2018,55 (7): 308-313.
[16]Faleiros D E, Tuinstra M, Sciacchitano A, et al. Heli-um-filled soap bubbles tracing fidelity in wall-bounded turbulence [J]. Experiments in fluids, 2018, 59 (3): 1-13.
[17]王灿星, 林建忠, 山本富士夫. 二维PIV图像处理算法 [J]. 水动力研究与进展, 2001, 16 (4): 399-404.
Wang C X, Lin J Z, Yamamoto F. An algorithm for two-dimensional PIV images [J]. Chinese Journal of Hydr-odynamics, 2001, 16 (4): 399-404.
[18]耿欣,张福民. 计算机图像技术在高温锻件尺寸测量中的应用 [J]. 计量学报, 2014, 35 (1): 13-17.
Geng X,Zhang F M. Application of Computer Image Technology on Size Measurement of High Temperature Forging Workpiece [J]. Acta Metrologica Sinica, 2014, 35 (1): 13-17.
[19]王波,钮赛赛. 一种基于图像处理的万能工具显微镜测量新方法 [J]. 计量学报, 2011, 32 (5): 419-423.
Wang B, Niu S S. New Measurement of Omnipotence Tool-Microscope Based on Image Processing [J]. Acta Metrologica Sinica, 2011, 32 (5): 419-423.
[20]王平让. PIV图像后处理新方法研究 [D]. 大连:大连理工大学, 2004.
[21]Adrian R J. Twenty years of particle image velocimetry [J]. Experiments in fluids, 2005, 39 (2): 159-169.
[22]王甜. 基于PIV/PTV混合算法的粒子图像测速技术研究 [D]. 南京:南京理工大学, 2016.
[23]何旭, 高希彦. 基于互相关算法的粒子图像测速技术[J]. 大连理工大学学报, 2003, 43 (2): 164-167.
He X, Gao X Y, Liang G H, et al. PIV technique based on cross-correlation algorithm [J]. Journal of DaLian University of Technology, 2003, 43 (2): 164-67.
[24]姜冠楠. PIV图像实时处理技术研究 [D]. 武汉:华中科技大学, 2018.
[25]钟强龙. 基于光流的高超声速流场PIV算法研究及应用 [D]. 武汉:华中科技大学, 2017.
[26]Khler C J, Scharnowski S, Cierpka C. On the resolu-tion limit of digital particle image velocimetry [J]. Experiments in fluids, 2012, 52 (6): 1629-1639.
[27]Corpetti T, Heitz D, Arroyo G, et al. Fluid experi-mental flow estimation based on an Optical-flow scheme [J]. Experiments in fluids, 2006, 40 (1): 80-97.
[28]Ruhnau P, Kohlberger T, Schn RR C, et al. Variational optical flow estimation for particle image velocimetry [J]. Experiments in fluids, 2004, 38 (1): 21-32.
[29]Quénot G M, Pakleza J, Kowalewski T A. Particle image velocimetry with optical flow [J]. Experiments in fluids, 1998, 25 (3): 177-189.
[30]Ruhnau P, Ruhnau P, Schnrr C, et al. Optical Stokes flow estimation: an imaging-based control approach [J]. Experiments in fluids, 2007, 42 (1): 61-78.
[31]Horn B K P, Schunck B G.“Determining optical flow”: a retrospective [J]. Artificial intelligence, 1993, 59 (1-2): 81-87.
[32]Sugll Y, Nishio S, Okuno T, et al. A highly accurate iterative PIV technique using a gradient method [J]. Measurement science & technology, 2000, 11 (12): 1666-1673.
[33]Scarano F. Iterative image deformation methods in PIV [J]. Measurement science & technology, 2002, 13 (1): R1-R19.
[34]李继哲, 朱维斌, 叶树亮. 基于信号采样的相位相关法亚像素级配准方法研究 [J]. 计量学报, 2019, 40 (4): 589-594.
Li J Z, Zhu W B, Ye S L. Research on Sub-pixel Registration Method Based on Phase Correlation and Signal Sampling [J]. Acta Metrologica Sinica, 2019, 40 (4): 589-594. |
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